Global Evolution of Research in Artificial Intelligence in Health and Medicine: A Bibliometric Study
The increasing application of Artificial Intelligence (AI) in health and medicine has attracted a great deal of research interest in recent decades. This study aims to provide a global and historical picture of research concerning AI in health and medicine. A total of 27,451 papers that were published between 1977 and 2018 (84.6% were dated 2008–2018) were retrieved from the Web of Science platform. The descriptive analysis examined the publication volume, and authors and countries collaboration. A global network of authors’ keywords and content analysis of related scientific literature highlighted major techniques, including Robotic, Machine learning, Artificial neural network, Artificial intelligence, Natural language process, and their most frequent applications in Clinical Prediction and Treatment. The number of cancer-related publications was the highest, followed by Heart Diseases and Stroke, Vision impairment, Alzheimer’s, and Depression. Moreover, the shortage in the research of AI application to some high burden diseases suggests future directions in AI research. This study offers a first and comprehensive picture of the global efforts directed towards this increasingly important and prolific field of research and suggests the development of global and national protocols and regulations on the justification and adaptation of medical AI products.
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Журналы
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International Journal of Environmental Research and Public Health
6 публикаций, 1.87%
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Journal of Clinical Medicine
4 публикации, 1.25%
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Lecture Notes in Computer Science
4 публикации, 1.25%
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Journal of Medical Internet Research
3 публикации, 0.93%
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JMIR Medical Informatics
3 публикации, 0.93%
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Diagnostics
3 публикации, 0.93%
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Heliyon
3 публикации, 0.93%
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International Journal of Medical Informatics
3 публикации, 0.93%
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Annals of Vascular Surgery
3 публикации, 0.93%
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Communications in Computer and Information Science
3 публикации, 0.93%
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Journal of Personalized Medicine
3 публикации, 0.93%
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Lecture Notes in Networks and Systems
3 публикации, 0.93%
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Library Hi Tech
2 публикации, 0.62%
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European Journal of Trauma and Emergency Surgery
2 публикации, 0.62%
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Applied Sciences (Switzerland)
2 публикации, 0.62%
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Sustainability
2 публикации, 0.62%
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Healthcare
2 публикации, 0.62%
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Cancers
2 публикации, 0.62%
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Frontiers in Pharmacology
2 публикации, 0.62%
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Frontiers in Medicine
2 публикации, 0.62%
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Frontiers in Oncology
2 публикации, 0.62%
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Frontiers in Public Health
2 публикации, 0.62%
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Sensors
2 публикации, 0.62%
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BMC Medical Informatics and Decision Making
2 публикации, 0.62%
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World Journal of Urology
2 публикации, 0.62%
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Scientometrics
2 публикации, 0.62%
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Intelligent Systems Reference Library
2 публикации, 0.62%
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Collnet Journal of Scientometrics and Information Management
2 публикации, 0.62%
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IEEE Access
2 публикации, 0.62%
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Издатели
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Springer Nature
70 публикаций, 21.81%
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Elsevier
53 публикации, 16.51%
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MDPI
41 публикация, 12.77%
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Frontiers Media S.A.
17 публикаций, 5.3%
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Institute of Electrical and Electronics Engineers (IEEE)
17 публикаций, 5.3%
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SAGE
15 публикаций, 4.67%
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Wiley
14 публикаций, 4.36%
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JMIR Publications
12 публикаций, 3.74%
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Taylor & Francis
10 публикаций, 3.12%
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IGI Global
10 публикаций, 3.12%
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Ovid Technologies (Wolters Kluwer Health)
7 публикаций, 2.18%
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Emerald
6 публикаций, 1.87%
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BMJ
3 публикации, 0.93%
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Cold Spring Harbor Laboratory
3 публикации, 0.93%
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Walter de Gruyter
2 публикации, 0.62%
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Scientific Scholar
2 публикации, 0.62%
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Hindawi Limited
2 публикации, 0.62%
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Association for Computing Machinery (ACM)
2 публикации, 0.62%
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AME Publishing Company
2 публикации, 0.62%
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EDP Sciences
2 публикации, 0.62%
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Bentham Science Publishers Ltd.
2 публикации, 0.62%
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British Institute of Radiology
1 публикация, 0.31%
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Spandidos Publications
1 публикация, 0.31%
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Tech Science Press
1 публикация, 0.31%
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China Science Publishing & Media
1 публикация, 0.31%
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Social Science Electronic Publishing
1 публикация, 0.31%
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Oxford University Press
1 публикация, 0.31%
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International Medical Informatics Association
1 публикация, 0.31%
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- Мы не учитываем публикации, у которых нет DOI.
- Статистика публикаций обновляется еженедельно.